Run
55596

Run 55596

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 by Jan van Rijn
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8858 ± 0.0064
Per class
Build CPU time
19.7993
Build memory
6476679381.88
F measure
0.8315 ± 0.0059
Per class
Kappa
0.5243 ± 0.0165
KB relative information score
0.4031 ± 0.0142
Mean absolute error
0.2038 ± 0.004
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8296 ± 0.0063
Per class
Predictive accuracy
0.837 ± 0.006
Prior entropy
0.7938 ± 0.0002
Recall
0.837 ± 0.006
Per class
Relative absolute error
0.5597 ± 0.0111
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3371 ± 0.0054
Root relative squared error
0.79 ± 0.0127
SciMark benchmark
1657.0131